qdrant-sec Python Client Client library and SDK for qdrant-sec, the encrypted Qdrant fork. It is a drop-in fork of qdrant-client; the Python import path remains qdrant_client. Library contains type ...

uv run main.py \ --qdrant-url $QDRANT_URL \ --qdrant-api-key $QDRANT_API_KEY \ --collection-name benchmark \ --vector-dimension 1024 \ --limit 100 \ --prefer-grpc ...

For the final installment of this week's theme, "Vector Databases," we will take a deep dive into Qdrant. While Pinecone competes on "reliability," Weaviate on "OSS community," and Milvus on "track ...

Vector database offers on-prem, cloud-native, or SaaS deployment, leading performance, a rich set of integrations and language drivers, and a dizzying array of optimization options. Efficient ...